Overview
Brought to you by YData
Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 505354 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 50.1 MiB |
| Average record size in memory | 104.0 B |
Variable types
| Numeric | 12 |
|---|---|
| Categorical | 1 |
Avg_Hillshade is highly overall correlated with Hillshade_Noon and 1 other fields | High correlation |
Elevation is highly overall correlated with Soil_Type and 1 other fields | High correlation |
Elevation_x_Slope is highly overall correlated with Slope | High correlation |
Hillshade_Noon is highly overall correlated with Avg_Hillshade | High correlation |
Horizontal_Distance_To_Fire_Points is highly overall correlated with Hydro_Road_Fire_Distance | High correlation |
Horizontal_Distance_To_Roadways is highly overall correlated with Hydro_Road_Fire_Distance | High correlation |
Hydro_Road_Fire_Distance is highly overall correlated with Horizontal_Distance_To_Fire_Points and 1 other fields | High correlation |
Slope is highly overall correlated with Avg_Hillshade and 1 other fields | High correlation |
Soil_Type is highly overall correlated with Elevation | High correlation |
Wilderness_Area is highly overall correlated with Elevation | High correlation |
Horizontal_Distance_To_Hydrology has 21630 (4.3%) zeros | Zeros |
Reproduction
| Analysis started | 2025-06-09 19:38:05.892900 |
|---|---|
| Analysis finished | 2025-06-09 19:38:30.528956 |
| Duration | 24.64 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
Hillshade_Noon
Real number (ℝ)
High correlation 
| Distinct | 185 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.87896182 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.73622047 |
| Q1 | 0.83858268 |
| median | 0.88976378 |
| Q3 | 0.93307087 |
| 95-th percentile | 0.98425197 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.094488189 |
Descriptive statistics
| Standard deviation | 0.077089647 |
|---|---|
| Coefficient of variation (CV) | 0.087705341 |
| Kurtosis | 2.4443385 |
| Mean | 0.87896182 |
| Median Absolute Deviation (MAD) | 0.047244094 |
| Skewness | -1.1404263 |
| Sum | 444186.87 |
| Variance | 0.0059428137 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.9094488189 | 12314 | 2.4% |
| 0.8976377953 | 12230 | 2.4% |
| 0.9173228346 | 12063 | 2.4% |
| 0.905511811 | 11975 | 2.4% |
| 0.9015748031 | 11849 | 2.3% |
| 0.9212598425 | 11805 | 2.3% |
| 0.8937007874 | 11601 | 2.3% |
| 0.8897637795 | 11594 | 2.3% |
| 0.8779527559 | 11564 | 2.3% |
| 0.8858267717 | 11495 | 2.3% |
| Other values (175) | 386864 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 0.1181102362 | 1 | < 0.1% |
| 0.157480315 | 1 | < 0.1% |
| 0.1653543307 | 1 | < 0.1% |
| 0.1771653543 | 1 | < 0.1% |
| 0.2086614173 | 2 | < 0.1% |
| 0.2480314961 | 1 | < 0.1% |
| 0.2519685039 | 1 | < 0.1% |
| 0.2677165354 | 1 | < 0.1% |
| 0.2795275591 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 3981 | |
| 0.9960629921 | 4664 | |
| 0.9921259843 | 5492 | |
| 0.9881889764 | 5864 | |
| 0.9842519685 | 6488 | |
| 0.9803149606 | 6356 | |
| 0.9763779528 | 6907 | |
| 0.9724409449 | 7617 | |
| 0.968503937 | 7453 | |
| 0.9645669291 | 7352 |
Hydro_Road_Fire_Distance
Real number (ℝ)
High correlation 
| Distinct | 12679 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.35297117 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.10281593 |
| Q1 | 0.2065526 |
| median | 0.31934321 |
| Q3 | 0.46919359 |
| 95-th percentile | 0.72792143 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.26264099 |
Descriptive statistics
| Standard deviation | 0.19013593 |
|---|---|
| Coefficient of variation (CV) | 0.53867268 |
| Kurtosis | -0.029145393 |
| Mean | 0.35297117 |
| Median Absolute Deviation (MAD) | 0.12460677 |
| Skewness | 0.7353494 |
| Sum | 178375.39 |
| Variance | 0.03615167 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.218061843 | 134 | < 0.1% |
| 0.2219749866 | 125 | < 0.1% |
| 0.2185222128 | 123 | < 0.1% |
| 0.215299624 | 122 | < 0.1% |
| 0.4014424921 | 121 | < 0.1% |
| 0.2309521983 | 118 | < 0.1% |
| 0.2234328244 | 117 | < 0.1% |
| 0.2638686411 | 116 | < 0.1% |
| 0.2367835495 | 116 | < 0.1% |
| 0.1566024707 | 116 | < 0.1% |
| Other values (12669) | 504146 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.0005370981355 | 1 | |
| 0.001304381186 | 1 | |
| 0.003222588813 | 2 | |
| 0.003376045423 | 1 | |
| 0.003759686949 | 1 | |
| 0.004143328474 | 1 | |
| 0.004296785084 | 1 | |
| 0.004450241694 | 2 | |
| 0.005524437965 | 1 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.9994629019 | 1 | |
| 0.9989258037 | 1 | |
| 0.9986956188 | 1 | |
| 0.9984654339 | 1 | |
| 0.9979283358 | 1 | |
| 0.9978516075 | 1 | |
| 0.9976981508 | 1 | |
| 0.9976214225 | 2 | |
| 0.9975446942 | 2 |
Horizontal_Distance_To_Roadways
Real number (ℝ)
High correlation 
| Distinct | 5785 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.34171421 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 96 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.054938879 |
| Q1 | 0.16017985 |
| median | 0.29197696 |
| Q3 | 0.48826753 |
| 95-th percentile | 0.78277364 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.32808768 |
Descriptive statistics
| Standard deviation | 0.22487219 |
|---|---|
| Coefficient of variation (CV) | 0.65807093 |
| Kurtosis | -0.53780115 |
| Mean | 0.34171421 |
| Median Absolute Deviation (MAD) | 0.15245188 |
| Skewness | 0.65607631 |
| Sum | 172686.64 |
| Variance | 0.050567502 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.02107629619 | 1078 | 0.2% |
| 0.08683434031 | 882 | 0.2% |
| 0.1264577772 | 821 | 0.2% |
| 0.1433188141 | 805 | 0.2% |
| 0.1391035549 | 777 | 0.2% |
| 0.1348882956 | 764 | 0.2% |
| 0.0547983701 | 763 | 0.2% |
| 0.1601798511 | 736 | 0.1% |
| 0.1475340733 | 726 | 0.1% |
| 0.105381481 | 725 | 0.1% |
| Other values (5775) | 497277 |
| Value | Count | Frequency (%) |
| 0 | 96 | < 0.1% |
| 0.004215259238 | 267 | |
| 0.005901362934 | 153 | < 0.1% |
| 0.008430518477 | 280 | |
| 0.009414078966 | 249 | |
| 0.01194323451 | 293 | |
| 0.01264577772 | 331 | |
| 0.01334832092 | 317 | |
| 0.01517493326 | 537 | |
| 0.01686103695 | 559 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.9998594914 | 1 | |
| 0.9992974568 | 1 | |
| 0.9971898272 | 1 | |
| 0.996487284 | 1 | |
| 0.9957847408 | 2 | |
| 0.9950821976 | 1 | |
| 0.9946606716 | 1 | |
| 0.994520163 | 2 | |
| 0.9932555852 | 1 |
Hillshade_9am
Real number (ℝ)
| Distinct | 207 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.83575869 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 13 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.62992126 |
| Q1 | 0.78346457 |
| median | 0.85826772 |
| Q3 | 0.90944882 |
| 95-th percentile | 0.96456693 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.12598425 |
Descriptive statistics
| Standard deviation | 0.10484011 |
|---|---|
| Coefficient of variation (CV) | 0.12544303 |
| Kurtosis | 2.1182007 |
| Mean | 0.83575869 |
| Median Absolute Deviation (MAD) | 0.059055118 |
| Skewness | -1.2439666 |
| Sum | 422354 |
| Variance | 0.010991448 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.8897637795 | 10413 | 2.1% |
| 0.8976377953 | 10242 | 2.0% |
| 0.8818897638 | 10051 | 2.0% |
| 0.905511811 | 10049 | 2.0% |
| 0.8779527559 | 9782 | 1.9% |
| 0.874015748 | 9720 | 1.9% |
| 0.9173228346 | 9416 | 1.9% |
| 0.8937007874 | 9382 | 1.9% |
| 0.8858267717 | 9243 | 1.8% |
| 0.8700787402 | 9239 | 1.8% |
| Other values (197) | 407817 |
| Value | Count | Frequency (%) |
| 0 | 13 | |
| 0.1417322835 | 1 | < 0.1% |
| 0.1811023622 | 2 | < 0.1% |
| 0.1968503937 | 1 | < 0.1% |
| 0.2047244094 | 1 | < 0.1% |
| 0.2086614173 | 1 | < 0.1% |
| 0.2125984252 | 3 | < 0.1% |
| 0.2165354331 | 1 | < 0.1% |
| 0.2204724409 | 5 | < 0.1% |
| 0.2244094488 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 1641 | 0.3% |
| 0.9960629921 | 1822 | 0.4% |
| 0.9921259843 | 2123 | |
| 0.9881889764 | 2409 | |
| 0.9842519685 | 2766 | |
| 0.9803149606 | 3116 | |
| 0.9763779528 | 3249 | |
| 0.9724409449 | 3691 | |
| 0.968503937 | 4069 | |
| 0.9645669291 | 4560 |
Avg_Hillshade
Real number (ℝ)
High correlation 
| Distinct | 384 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.88483176 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.73443223 |
| Q1 | 0.84615385 |
| median | 0.8992674 |
| Q3 | 0.93956044 |
| 95-th percentile | 0.98534799 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.093406593 |
Descriptive statistics
| Standard deviation | 0.07908722 |
|---|---|
| Coefficient of variation (CV) | 0.089381081 |
| Kurtosis | 3.0701699 |
| Mean | 0.88483176 |
| Median Absolute Deviation (MAD) | 0.045787546 |
| Skewness | -1.3616708 |
| Sum | 447153.27 |
| Variance | 0.0062547883 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.9212454212 | 6583 | 1.3% |
| 0.9139194139 | 6186 | 1.2% |
| 0.9175824176 | 6168 | 1.2% |
| 0.9322344322 | 5970 | 1.2% |
| 0.9047619048 | 5963 | 1.2% |
| 0.9249084249 | 5952 | 1.2% |
| 0.9010989011 | 5878 | 1.2% |
| 0.8992673993 | 5798 | 1.1% |
| 0.9065934066 | 5781 | 1.1% |
| 0.9285714286 | 5696 | 1.1% |
| Other values (374) | 445379 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.01465201465 | 1 | |
| 0.13003663 | 1 | |
| 0.1538461538 | 1 | |
| 0.1648351648 | 2 | |
| 0.1758241758 | 1 | |
| 0.1794871795 | 1 | |
| 0.2106227106 | 1 | |
| 0.2289377289 | 1 | |
| 0.2435897436 | 1 |
| Value | Count | Frequency (%) |
| 1 | 247 | < 0.1% |
| 0.9981684982 | 1927 | |
| 0.9963369963 | 2939 | |
| 0.9945054945 | 3181 | |
| 0.9926739927 | 3415 | |
| 0.9908424908 | 3115 | |
| 0.989010989 | 3447 | |
| 0.9871794872 | 3739 | |
| 0.9853479853 | 3372 | |
| 0.9835164835 | 4121 |
Elevation
Real number (ℝ)
High correlation 
| Distinct | 1978 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.54656732 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.26113057 |
| Q1 | 0.47773887 |
| median | 0.56428214 |
| Q3 | 0.64182091 |
| 95-th percentile | 0.73186593 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.16408204 |
Descriptive statistics
| Standard deviation | 0.13781103 |
|---|---|
| Coefficient of variation (CV) | 0.25213916 |
| Kurtosis | 1.0931128 |
| Mean | 0.54656732 |
| Median Absolute Deviation (MAD) | 0.08154077 |
| Skewness | -0.89179409 |
| Sum | 276209.98 |
| Variance | 0.018991879 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5547773887 | 1625 | 0.3% |
| 0.5517758879 | 1613 | 0.3% |
| 0.5662831416 | 1613 | 0.3% |
| 0.5567783892 | 1609 | 0.3% |
| 0.5597798899 | 1603 | 0.3% |
| 0.5582791396 | 1599 | 0.3% |
| 0.5647823912 | 1554 | 0.3% |
| 0.5482741371 | 1524 | 0.3% |
| 0.5532766383 | 1519 | 0.3% |
| 0.5467733867 | 1514 | 0.3% |
| Other values (1968) | 489581 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 0.0005002501251 | 1 | < 0.1% |
| 0.00100050025 | 1 | < 0.1% |
| 0.0020010005 | 1 | < 0.1% |
| 0.003501750875 | 1 | < 0.1% |
| 0.004002001001 | 1 | < 0.1% |
| 0.004502251126 | 1 | < 0.1% |
| 0.006003001501 | 3 | |
| 0.006503251626 | 4 | |
| 0.007003501751 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 2 | < 0.1% |
| 0.9994997499 | 1 | < 0.1% |
| 0.9989994997 | 1 | < 0.1% |
| 0.9974987494 | 1 | < 0.1% |
| 0.9969984992 | 1 | < 0.1% |
| 0.9964982491 | 2 | < 0.1% |
| 0.995997999 | 1 | < 0.1% |
| 0.9954977489 | 4 | |
| 0.9949974987 | 1 | < 0.1% |
| 0.9939969985 | 6 |
Horizontal_Distance_To_Hydrology
Real number (ℝ)
Zeros 
| Distinct | 551 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.19052047 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 21630 |
| Zeros (%) | 4.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.021474588 |
| Q1 | 0.077308518 |
| median | 0.15461704 |
| Q3 | 0.27129563 |
| 95-th percentile | 0.48246242 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.19398712 |
Descriptive statistics
| Standard deviation | 0.15110145 |
|---|---|
| Coefficient of variation (CV) | 0.79309826 |
| Kurtosis | 1.6070835 |
| Mean | 0.19052047 |
| Median Absolute Deviation (MAD) | 0.093772369 |
| Skewness | 1.188776 |
| Sum | 96280.281 |
| Variance | 0.022831649 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.0214745884 | 29993 | 5.9% |
| 0 | 21630 | 4.3% |
| 0.107372942 | 18274 | 3.6% |
| 0.04294917681 | 16778 | 3.3% |
| 0.0479599141 | 13454 | 2.7% |
| 0.03006442377 | 12960 | 2.6% |
| 0.07730851825 | 12702 | 2.5% |
| 0.06084466714 | 12156 | 2.4% |
| 0.06442376521 | 9757 | 1.9% |
| 0.08589835361 | 9343 | 1.8% |
| Other values (541) | 348307 |
| Value | Count | Frequency (%) |
| 0 | 21630 | |
| 0.0214745884 | 29993 | |
| 0.03006442377 | 12960 | |
| 0.04294917681 | 16778 | |
| 0.0479599141 | 13454 | |
| 0.06084466714 | 12156 | |
| 0.06442376521 | 9757 | 1.9% |
| 0.06800286328 | 8120 | 1.6% |
| 0.07730851825 | 12702 | |
| 0.08589835361 | 9343 | 1.8% |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.9949892627 | 2 | |
| 0.9899785254 | 2 | |
| 0.9892627058 | 1 | |
| 0.9849677881 | 1 | |
| 0.9813886901 | 1 | |
| 0.9806728704 | 1 | |
| 0.9799570508 | 1 | |
| 0.9792412312 | 2 | |
| 0.9742304939 | 2 |
Horizontal_Distance_To_Fire_Points
Real number (ℝ)
High correlation 
| Distinct | 5827 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.28023646 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 45 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.056879967 |
| Q1 | 0.14275756 |
| median | 0.24048515 |
| Q3 | 0.36135508 |
| 95-th percentile | 0.70946605 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.21859752 |
Descriptive statistics
| Standard deviation | 0.18929568 |
|---|---|
| Coefficient of variation (CV) | 0.67548557 |
| Kurtosis | 1.5080032 |
| Mean | 0.28023646 |
| Median Absolute Deviation (MAD) | 0.10748641 |
| Skewness | 1.266097 |
| Sum | 141618.62 |
| Variance | 0.035832855 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.08615641991 | 1244 | 0.2% |
| 0.07542172034 | 981 | 0.2% |
| 0.0846228914 | 930 | 0.2% |
| 0.1313258051 | 856 | 0.2% |
| 0.1389934477 | 844 | 0.2% |
| 0.09758817789 | 833 | 0.2% |
| 0.1012128816 | 798 | 0.2% |
| 0.1048375854 | 782 | 0.2% |
| 0.1254705144 | 774 | 0.2% |
| 0.1338352154 | 768 | 0.2% |
| Other values (5817) | 496544 |
| Value | Count | Frequency (%) |
| 0 | 45 | < 0.1% |
| 0.004182350481 | 184 | |
| 0.005855290673 | 183 | |
| 0.008364700962 | 182 | |
| 0.009340582741 | 370 | |
| 0.01184999303 | 183 | |
| 0.01254705144 | 182 | |
| 0.01324410986 | 366 | |
| 0.01505646173 | 369 | |
| 0.01672940192 | 180 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.9998605883 | 1 | |
| 0.9993029416 | 1 | |
| 0.9967935313 | 1 | |
| 0.9960964729 | 1 | |
| 0.9956782378 | 1 | |
| 0.9955388262 | 2 | |
| 0.9953994145 | 1 | |
| 0.9941447093 | 1 | |
| 0.9934476509 | 1 |
Slope
Real number (ℝ)
High correlation 
| Distinct | 67 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.20859689 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 621 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.060606061 |
| Q1 | 0.12121212 |
| median | 0.1969697 |
| Q3 | 0.27272727 |
| 95-th percentile | 0.42424242 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.15151515 |
Descriptive statistics
| Standard deviation | 0.11323937 |
|---|---|
| Coefficient of variation (CV) | 0.5428622 |
| Kurtosis | 0.75038989 |
| Mean | 0.20859689 |
| Median Absolute Deviation (MAD) | 0.075757576 |
| Skewness | 0.85685891 |
| Sum | 105415.27 |
| Variance | 0.012823154 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1515151515 | 30511 | 6.0% |
| 0.1666666667 | 30123 | 6.0% |
| 0.1818181818 | 29324 | 5.8% |
| 0.1363636364 | 29017 | 5.7% |
| 0.196969697 | 28187 | 5.6% |
| 0.1212121212 | 27610 | 5.5% |
| 0.2121212121 | 25932 | 5.1% |
| 0.2272727273 | 24691 | 4.9% |
| 0.1060606061 | 24304 | 4.8% |
| 0.09090909091 | 22768 | 4.5% |
| Other values (57) | 232887 |
| Value | Count | Frequency (%) |
| 0 | 621 | 0.1% |
| 0.01515151515 | 3485 | 0.7% |
| 0.0303030303 | 7301 | 1.4% |
| 0.04545454545 | 10951 | 2.2% |
| 0.06060606061 | 15310 | |
| 0.07575757576 | 19417 | |
| 0.09090909091 | 22768 | |
| 0.1060606061 | 24304 | |
| 0.1212121212 | 27610 | |
| 0.1363636364 | 29017 |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 0.9848484848 | 2 | < 0.1% |
| 0.9696969697 | 1 | < 0.1% |
| 0.9545454545 | 1 | < 0.1% |
| 0.9393939394 | 2 | < 0.1% |
| 0.9242424242 | 4 | |
| 0.9090909091 | 2 | < 0.1% |
| 0.8939393939 | 3 | |
| 0.8787878788 | 1 | < 0.1% |
| 0.8636363636 | 7 |
Elevation_x_Slope
Real number (ℝ)
High correlation 
| Distinct | 37825 |
|---|---|
| Distinct (%) | 7.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.19572668 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 621 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.054874073 |
| Q1 | 0.12053885 |
| median | 0.18209684 |
| Q3 | 0.25631101 |
| 95-th percentile | 0.3833073 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.13577216 |
Descriptive statistics
| Standard deviation | 0.10242268 |
|---|---|
| Coefficient of variation (CV) | 0.52329443 |
| Kurtosis | 0.91042054 |
| Mean | 0.19572668 |
| Median Absolute Deviation (MAD) | 0.066663413 |
| Skewness | 0.80115176 |
| Sum | 98911.263 |
| Variance | 0.010490406 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 621 | 0.1% |
| 0.1873096447 | 163 | < 0.1% |
| 0.1733112066 | 159 | < 0.1% |
| 0.1918781726 | 157 | < 0.1% |
| 0.1440843421 | 154 | < 0.1% |
| 0.1453533776 | 146 | < 0.1% |
| 0.1895939086 | 146 | < 0.1% |
| 0.1305544709 | 143 | < 0.1% |
| 0.1444260055 | 143 | < 0.1% |
| 0.2389691527 | 142 | < 0.1% |
| Other values (37815) | 503380 |
| Value | Count | Frequency (%) |
| 0 | 621 | |
| 0.009415267474 | 1 | < 0.1% |
| 0.009468957439 | 1 | < 0.1% |
| 0.009820382663 | 1 | < 0.1% |
| 0.01019133151 | 2 | < 0.1% |
| 0.01024990238 | 1 | < 0.1% |
| 0.0102645451 | 1 | < 0.1% |
| 0.01035240141 | 1 | < 0.1% |
| 0.01035728231 | 1 | < 0.1% |
| 0.01039144865 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.9947676689 | 1 | |
| 0.9815989848 | 1 | |
| 0.9556618508 | 1 | |
| 0.9448408825 | 1 | |
| 0.9239408434 | 1 | |
| 0.9062524405 | 1 | |
| 0.9025380711 | 1 | |
| 0.875204998 | 1 | |
| 0.8654822335 | 1 |
Wilderness_Area
Real number (ℝ)
High correlation 
| Distinct | 40 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.67163 |
| Minimum | 0 |
|---|---|
| Maximum | 39 |
| Zeros | 3031 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 20 |
| median | 28 |
| Q3 | 30 |
| 95-th percentile | 37 |
| Maximum | 39 |
| Range | 39 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 9.1508803 |
|---|---|
| Coefficient of variation (CV) | 0.38657584 |
| Kurtosis | -0.28933434 |
| Mean | 23.67163 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -0.76966211 |
| Sum | 11962553 |
| Variance | 83.738611 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 28 | 115174 | |
| 22 | 48686 | |
| 31 | 46440 | |
| 32 | 33897 | 6.7% |
| 29 | 30170 | 6.0% |
| 11 | 29971 | 5.9% |
| 9 | 26929 | 5.3% |
| 21 | 25682 | 5.1% |
| 30 | 24253 | 4.8% |
| 23 | 16959 | 3.4% |
| Other values (30) | 107193 |
| Value | Count | Frequency (%) |
| 0 | 3031 | 0.6% |
| 1 | 4918 | 1.0% |
| 2 | 2531 | 0.5% |
| 3 | 7619 | 1.5% |
| 4 | 1597 | 0.3% |
| 5 | 6575 | 1.3% |
| 6 | 105 | < 0.1% |
| 7 | 179 | < 0.1% |
| 8 | 1147 | 0.2% |
| 9 | 26929 |
| Value | Count | Frequency (%) |
| 39 | 6834 | 1.4% |
| 38 | 10406 | 2.1% |
| 37 | 13519 | 2.7% |
| 36 | 298 | 0.1% |
| 35 | 119 | < 0.1% |
| 34 | 1391 | 0.3% |
| 33 | 706 | 0.1% |
| 32 | 33897 | |
| 31 | 46440 | |
| 30 | 24253 |
Soil_Type
Categorical
High correlation 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.9 MiB |
| 0.0 | |
|---|---|
| 2.0 | |
| 3.0 | |
| 1.0 | 8429 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 260796 | |
| 2.0 | 199161 | |
| 3.0 | 36968 | 7.3% |
| 1.0 | 8429 | 1.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 260796 | |
| 2.0 | 199161 | |
| 3.0 | 36968 | 7.3% |
| 1.0 | 8429 | 1.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 766150 | |
| . | 505354 | |
| 2 | 199161 | 13.1% |
| 3 | 36968 | 2.4% |
| 1 | 8429 | 0.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1516062 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 766150 | |
| . | 505354 | |
| 2 | 199161 | 13.1% |
| 3 | 36968 | 2.4% |
| 1 | 8429 | 0.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1516062 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 766150 | |
| . | 505354 | |
| 2 | 199161 | 13.1% |
| 3 | 36968 | 2.4% |
| 1 | 8429 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1516062 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 766150 | |
| . | 505354 | |
| 2 | 199161 | 13.1% |
| 3 | 36968 | 2.4% |
| 1 | 8429 | 0.6% |
Cover_Type
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.0589349 |
| Minimum | 1 |
|---|---|
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.9 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 6 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.3893957 |
|---|---|
| Coefficient of variation (CV) | 0.67481283 |
| Kurtosis | 4.9724135 |
| Mean | 2.0589349 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.2809236 |
| Sum | 1040491 |
| Variance | 1.9304204 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 254165 | |
| 1 | 178709 | |
| 3 | 28058 | 5.6% |
| 7 | 17532 | 3.5% |
| 6 | 14851 | 2.9% |
| 5 | 9292 | 1.8% |
| 4 | 2747 | 0.5% |
| Value | Count | Frequency (%) |
| 1 | 178709 | |
| 2 | 254165 | |
| 3 | 28058 | 5.6% |
| 4 | 2747 | 0.5% |
| 5 | 9292 | 1.8% |
| 6 | 14851 | 2.9% |
| 7 | 17532 | 3.5% |
| Value | Count | Frequency (%) |
| 7 | 17532 | 3.5% |
| 6 | 14851 | 2.9% |
| 5 | 9292 | 1.8% |
| 4 | 2747 | 0.5% |
| 3 | 28058 | 5.6% |
| 2 | 254165 | |
| 1 | 178709 |
Interactions
Correlations
| Avg_Hillshade | Cover_Type | Elevation | Elevation_x_Slope | Hillshade_9am | Hillshade_Noon | Horizontal_Distance_To_Fire_Points | Horizontal_Distance_To_Hydrology | Horizontal_Distance_To_Roadways | Hydro_Road_Fire_Distance | Slope | Soil_Type | Wilderness_Area | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Avg_Hillshade | 1.000 | -0.078 | 0.193 | -0.499 | -0.194 | 0.986 | 0.018 | 0.036 | 0.219 | 0.158 | -0.523 | 0.138 | 0.022 |
| Cover_Type | -0.078 | 1.000 | -0.493 | 0.084 | -0.009 | -0.063 | -0.121 | -0.007 | -0.226 | -0.223 | 0.167 | 0.482 | -0.224 |
| Elevation | 0.193 | -0.493 | 1.000 | -0.023 | 0.026 | 0.186 | 0.129 | 0.261 | 0.417 | 0.368 | -0.175 | 0.543 | 0.536 |
| Elevation_x_Slope | -0.499 | 0.084 | -0.023 | 1.000 | -0.119 | -0.443 | -0.132 | 0.057 | -0.155 | -0.178 | 0.984 | 0.132 | 0.128 |
| Hillshade_9am | -0.194 | -0.009 | 0.026 | -0.119 | 1.000 | -0.086 | 0.126 | -0.039 | 0.007 | 0.067 | -0.125 | 0.196 | 0.009 |
| Hillshade_Noon | 0.986 | -0.063 | 0.186 | -0.443 | -0.086 | 1.000 | 0.020 | 0.032 | 0.209 | 0.152 | -0.468 | 0.143 | 0.020 |
| Horizontal_Distance_To_Fire_Points | 0.018 | -0.121 | 0.129 | -0.132 | 0.126 | 0.020 | 1.000 | 0.074 | 0.371 | 0.735 | -0.169 | 0.290 | 0.072 |
| Horizontal_Distance_To_Hydrology | 0.036 | -0.007 | 0.261 | 0.057 | -0.039 | 0.032 | 0.074 | 1.000 | 0.072 | 0.154 | 0.013 | 0.106 | 0.196 |
| Horizontal_Distance_To_Roadways | 0.219 | -0.226 | 0.417 | -0.155 | 0.007 | 0.209 | 0.371 | 0.072 | 1.000 | 0.880 | -0.228 | 0.363 | 0.191 |
| Hydro_Road_Fire_Distance | 0.158 | -0.223 | 0.368 | -0.178 | 0.067 | 0.152 | 0.735 | 0.154 | 0.880 | 1.000 | -0.247 | 0.424 | 0.175 |
| Slope | -0.523 | 0.167 | -0.175 | 0.984 | -0.125 | -0.468 | -0.169 | 0.013 | -0.228 | -0.247 | 1.000 | 0.206 | 0.030 |
| Soil_Type | 0.138 | 0.482 | 0.543 | 0.132 | 0.196 | 0.143 | 0.290 | 0.106 | 0.363 | 0.424 | 0.206 | 1.000 | 0.459 |
| Wilderness_Area | 0.022 | -0.224 | 0.536 | 0.128 | 0.009 | 0.020 | 0.072 | 0.196 | 0.191 | 0.175 | 0.030 | 0.459 | 1.000 |
Missing values
Sample
| Hillshade_Noon | Hydro_Road_Fire_Distance | Horizontal_Distance_To_Roadways | Hillshade_9am | Avg_Hillshade | Elevation | Horizontal_Distance_To_Hydrology | Horizontal_Distance_To_Fire_Points | Slope | Elevation_x_Slope | Wilderness_Area | Soil_Type | Cover_Type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.913 | 0.532 | 0.072 | 0.870 | 0.927 | 0.369 | 0.185 | 0.875 | 0.045 | 0.038 | 28.0 | 0.0 | 5 |
| 1 | 0.925 | 0.516 | 0.055 | 0.866 | 0.936 | 0.366 | 0.152 | 0.868 | 0.030 | 0.025 | 28.0 | 0.0 | 5 |
| 2 | 0.937 | 0.726 | 0.447 | 0.921 | 0.938 | 0.473 | 0.192 | 0.853 | 0.136 | 0.123 | 11.0 | 0.0 | 2 |
| 3 | 0.937 | 0.724 | 0.434 | 0.937 | 0.921 | 0.463 | 0.173 | 0.866 | 0.273 | 0.245 | 29.0 | 0.0 | 2 |
| 4 | 0.921 | 0.507 | 0.055 | 0.866 | 0.932 | 0.368 | 0.110 | 0.860 | 0.030 | 0.025 | 28.0 | 0.0 | 5 |
| 5 | 0.933 | 0.483 | 0.009 | 0.906 | 0.938 | 0.360 | 0.215 | 0.841 | 0.091 | 0.076 | 28.0 | 0.0 | 2 |
| 6 | 0.886 | 0.541 | 0.089 | 0.874 | 0.897 | 0.374 | 0.193 | 0.872 | 0.106 | 0.089 | 28.0 | 0.0 | 5 |
| 7 | 0.906 | 0.531 | 0.081 | 0.874 | 0.918 | 0.373 | 0.168 | 0.868 | 0.061 | 0.051 | 28.0 | 0.0 | 5 |
| 8 | 0.870 | 0.540 | 0.094 | 0.878 | 0.883 | 0.379 | 0.172 | 0.870 | 0.136 | 0.115 | 28.0 | 0.0 | 5 |
| 9 | 0.862 | 0.537 | 0.089 | 0.898 | 0.872 | 0.377 | 0.177 | 0.869 | 0.152 | 0.127 | 28.0 | 0.0 | 5 |
| Hillshade_Noon | Hydro_Road_Fire_Distance | Horizontal_Distance_To_Roadways | Hillshade_9am | Avg_Hillshade | Elevation | Horizontal_Distance_To_Hydrology | Horizontal_Distance_To_Fire_Points | Slope | Elevation_x_Slope | Wilderness_Area | Soil_Type | Cover_Type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 505344 | 0.843 | 0.250 | 0.224 | 0.898 | 0.850 | 0.666 | 0.136 | 0.221 | 0.182 | 0.187 | 30.0 | 2.0 | 1 |
| 505345 | 0.807 | 0.250 | 0.224 | 0.909 | 0.811 | 0.662 | 0.116 | 0.224 | 0.242 | 0.249 | 30.0 | 2.0 | 1 |
| 505346 | 0.799 | 0.249 | 0.224 | 0.894 | 0.804 | 0.658 | 0.096 | 0.228 | 0.258 | 0.263 | 30.0 | 2.0 | 1 |
| 505347 | 0.807 | 0.249 | 0.224 | 0.874 | 0.817 | 0.655 | 0.077 | 0.231 | 0.227 | 0.232 | 30.0 | 2.0 | 1 |
| 505348 | 0.823 | 0.249 | 0.223 | 0.882 | 0.832 | 0.653 | 0.061 | 0.234 | 0.212 | 0.216 | 30.0 | 2.0 | 1 |
| 505349 | 0.831 | 0.249 | 0.223 | 0.906 | 0.837 | 0.650 | 0.043 | 0.238 | 0.197 | 0.200 | 30.0 | 2.0 | 1 |
| 505350 | 0.843 | 0.249 | 0.223 | 0.917 | 0.848 | 0.646 | 0.021 | 0.241 | 0.197 | 0.200 | 30.0 | 2.0 | 1 |
| 505351 | 0.839 | 0.249 | 0.224 | 0.898 | 0.846 | 0.643 | 0.000 | 0.245 | 0.197 | 0.200 | 23.0 | 2.0 | 1 |
| 505352 | 0.803 | 0.251 | 0.224 | 0.870 | 0.813 | 0.641 | 0.000 | 0.248 | 0.242 | 0.245 | 23.0 | 2.0 | 1 |
| 505353 | 0.787 | 0.255 | 0.224 | 0.831 | 0.799 | 0.638 | 0.021 | 0.252 | 0.258 | 0.260 | 23.0 | 2.0 | 1 |